Correlation Between Taiwan Semiconductor and PayPal Holdings

Can any of the company-specific risk be diversified away by investing in both Taiwan Semiconductor and PayPal Holdings at the same time? Although using a correlation coefficient on its own may not help to predict future stock returns, this module helps to understand the diversifiable risk of combining Taiwan Semiconductor and PayPal Holdings into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Taiwan Semiconductor Manufacturing and PayPal Holdings, you can compare the effects of market volatilities on Taiwan Semiconductor and PayPal Holdings and check how they will diversify away market risk if combined in the same portfolio for a given time horizon. You can also utilize pair trading strategies of matching a long position in Taiwan Semiconductor with a short position of PayPal Holdings. Check out your portfolio center. Please also check ongoing floating volatility patterns of Taiwan Semiconductor and PayPal Holdings.

Diversification Opportunities for Taiwan Semiconductor and PayPal Holdings

0.72

Correlation Coefficient

Taiwan Semiconductor  PayPal Holdings

Poor diversification

The 3 months correlation between Taiwan and PayPal is 0.72. Overlapping area represents the amount of risk that can be diversified away by holding Taiwan Semiconductor Manufactu and PayPal Holdings in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on PayPal Holdings and Taiwan Semiconductor is a relative statistical measure of the degree to which these equity instruments tend to move together. The correlation coefficient measures the extent to which returns on Taiwan Semiconductor Manufacturing are associated (or correlated) with PayPal Holdings. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of PayPal Holdings has no effect on the direction of Taiwan Semiconductor i.e., Taiwan Semiconductor and PayPal Holdings go up and down completely randomly.

Pair Corralation between Taiwan Semiconductor and PayPal Holdings

Assuming the 90 days trading horizon Taiwan Semiconductor Manufacturing is expected to generate 1.88 times more return on investment than PayPal Holdings. However, Taiwan Semiconductor is 1.88 times more volatile than PayPal Holdings. It trades about 0.09 of its potential returns per unit of risk. PayPal Holdings is currently generating about 0.15 per unit of risk. If you would invest  18,140  in Taiwan Semiconductor Manufacturing on September 22, 2024 and sell it today you would earn a total of  720.00  from holding Taiwan Semiconductor Manufacturing or generate 3.97% return on investment over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Significant
Accuracy	95.65%
Values	Daily Returns

Taiwan Semiconductor Manufactu  vs.  PayPal Holdings

Taiwan Semiconductor

Risk-Adjusted Performance

10 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Taiwan Semiconductor Manufacturing are ranked lower than 10 (%) of all global equities and portfolios over the last 90 days. Despite nearly fragile technical and fundamental indicators, Taiwan Semiconductor reported solid returns over the last few months and may actually be approaching a breakup point.

PayPal Holdings

Risk-Adjusted Performance

14 of 100

Good

Compared to the overall equity markets, risk-adjusted returns on investments in PayPal Holdings are ranked lower than 14 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain basic indicators, PayPal Holdings unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Taiwan Semiconductor and PayPal Holdings

The main advantage of trading using opposite Taiwan Semiconductor and PayPal Holdings positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Taiwan Semiconductor position performs unexpectedly, PayPal Holdings can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in PayPal Holdings will offset losses from the drop in PayPal Holdings' long position.

The idea behind Taiwan Semiconductor Manufacturing and PayPal Holdings pairs trading is to make the combined position market-neutral, meaning the overall market's direction will not affect its win or loss (or potential downside or upside). This can be achieved by designing a pairs trade with two highly correlated stocks or equities that operate in a similar space or sector, making it possible to obtain profits through simple and relatively low-risk investment.

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Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Latest Portfolios module to quick portfolio dashboard that showcases your latest portfolios.